May 2026 summary for nf-core/configs focused on aligning Iris.config with Nextflow 26 and tightening resource management. Delivered Nextflow 26 compatibility and an improved task resource allocation through a refactor of iris.config, driven by prior task performance metrics. Commit included: 6a563d2acb5531101a66296b419f49d5da1119f9.

April 2026 — nf-core/configs: Delivered IRIS Cluster Workflow Enhancements and Resource Management to improve SLURM integration, cluster reliability, and scheduling performance. Implemented configuration hardening for URLs and parameters and tuned the IRIS executor queue size from 5000 to 500, reducing resource contention and improving throughput. No major bugs were fixed this month. Commits: 20a9b253e317601aef3d7ebeca8538ceb88c12d0; 234cc6542537538043e0c946ecce72c6a52874a9.

December 2025: nf-core/configs governance and documentation maintenance. Implemented clear ownership for the Iris directory and aligned documentation references to the new IRIS workflows site, enhancing maintainability and onboarding.

Monthly work summary for nf-core/configs – 2025-11. Consolidated IRIS Resource and Configuration robustness, removed complex job array support, and enhanced IRIS documentation and visualization. Deliverables focused on reliability, simplicity, and user guidance, with clear traceability to commits and improved performance contexts.

October 2025 — nf-core/configs: Three major feature thrusts delivered across configuration, HPC scheduling, and data staging, driving reliability, throughput, and operational efficiency. The work emphasizes business value: fewer misconfigurations, more predictable runs on Slurm, and faster data transfers. Minor robustness and maintainability improvements accompany the feature work.

September 2025 monthly summary for nf-core/configs. Delivered key capabilities that improve configuration reliability, runtime resilience, and pipeline scalability, with measurable business value across execution accuracy, uptime, and resource efficiency. Key features delivered: - Iris configuration integration: enabled Iris config support, moved iris and setup config, and applied iris config to actions. (Commits: 08daf2e, d01d6d73, dd5172ac) - Smart restarts based on error codes: introduced a restart mechanism triggered by error codes to reduce failed runs. (Commit: c2911a3e87c94da324c09fd5b017ec5d7da0d16f) - Robust path handling and output path improvements: added sensible path defaults and refined output prefix logic to ensure correct outputs, especially when using the working directory. (Commits: de068b56e70416102cf770ae84ac75c55140a48e, 8d2c883b5c3c14c7e7e9a69777ed3fdf228408b1, 0f8a8f0c80979947434ec9504865af7e5aca9f13) - Slurm partition listing and partition options enhancements: expanded partition listing capabilities and added more partition options for flexible scheduling. (Commits: 0792620bde65855444428086e8e7a6f93f29c111, ad66435e09f4fa1d5f12ad472ef3aa6371e04dc8) - Singularity integration enhancements: set Singularity library at the parameter level and updated envWhitelist for Singularity to improve containerization behavior. (Commits: 6a3d00432562cb8943263dcdb48ec9dee27537a6, bfbf42bf0121c59fecfe511671474f9d123c23f4) Major bugs fixed: - Fixed output prefix logic; corrected issues in singularity command execution; ensured stage out mode is set properly; addressed function definition handling; memory/time increase backward compatibility; directory checks; and improved temporary directory handling for jobs. Overall impact and accomplishments: - Increased pipeline reliability, reduced downtime due to smart restarts, improved output correctness, and enhanced scheduling flexibility with Slurm. Delivered tighter configuration management via Iris, better container integration with Singularity, and groundwork for scalable, maintainable workflows. These changes collectively shorten run times, reduce manual intervention, and improve reproducibility across projects. Technologies/skills demonstrated: - Configuration management and orchestration (Iris integration, action-level config application) - Build and runtime reliability (smart restarts, robust path handling) - Scheduling and resource planning (Slurm partition listing and options) - Containerization and environment management (Singularity enhancements, TMP env addition) - Code quality and refactoring (formatting cleanup, messaging, and naming clarity)

July 2025 monthly summary for nextflow-io/nextflow: Documentation quality improvement and targeted bug fix. No new features shipped this month; focus was on ensuring documentation accurately reflects behavior and reduces user confusion.

June 2025 monthly summary focusing on key achievements in the mskcc-omics-workflows/modules repo with emphasis on data processing reliability and mutation mapping accuracy.

Concise monthly summary for May 2025: Focused on improving mutation parsing robustness and correctness in the mskcc-omics-workflows/modules repository. Delivered enhancements to handle complex variants (indels and duplications) in generateMutFasta.py and fixed an off-by-one error in HGVS insertion parsing, resulting in higher data integrity and fewer downstream parsing errors. These changes strengthen the reliability of mutation analyses and support more accurate downstream reporting.

April 2025 monthly summary for the mskcc-omics-workflows/modules area focused on stabilizing mutation data processing by fixing an identity handling bug in generate_input.py. This change ensures accurate extraction of chromosome and position from mutation dictionaries, preventing downstream analysis errors and preserving data integrity across the mutation processing module.

March 2025 (2025-03) monthly summary for mskcc-omics-workflows/modules. Key features delivered include standardizing mutation analysis output filenames across tools (generateMutFasta, generate_input, generatemutfasta, neoantigeninput), simplifying CLI usage by removing required=True for defaulted parameters, and strengthening test infrastructure to keep snapshots, container versions, and data paths aligned with code changes. Major bug fixed: corrected a lowercase function usage in generateMutFasta.py (tolower() -> lower()) to ensure proper variant-type mapping.

February 2025 monthly summary for mskcc-omics-workflows/modules focused on stabilizing dependency metadata alignment after tool upgrades. The team addressed a critical consistency gap that could cause upgrade drift between tool versions and execution environments.

December 2024 monthly summary for mskcc-omics-workflows/modules: Focused on NetMHC workflow correctness. Delivered a critical typo fix renaming merged_mut_fasta to merged_wt_fasta and updated test snapshots to reflect the change, ensuring wild-type sequences are processed correctly. The change is committed with clear traceability (commit 307cbffd9077e238176acb5044f9db85784e8aad) and validated against existing tests. This improvement reduces the risk of incorrect NetMHC predictions and strengthens end-to-end reliability for downstream immunogenomics analyses.

November 2024 (mskcc-omics-workflows/modules) focused on expanding NetMHC family module compatibility, stabilizing the input/neoantigen tooling, and enhancing CI readiness. Delivered cross-version module support (netmhcpan4, netmhcpan3, netmhc3) with updated formatting/docs, integrated NetMHCpan4/NetMHC3 modules and tests, and extended subworkflow capabilities to select NetMHC version. Cleaned and hardened input generation pipelines, fixed critical ID generation bugs, and improved metadata handling. Implemented linting and environment/config updates, refreshed test data, and updated documentation templates to improve developer experience and release reliability. Overall, these changes reduce version-mismatch risk, improve end-to-end data processing reliability, and enable faster, safer deployments of NetMHC-based analyses.